Sentence examples for data-driven modelling from inspiring English sources

The advances in technology involving internet of things, cloud computing and big data mean a new perspective in the calculation of reliability, maintainability, availability and safety by combining physics-based modelling with data-driven modelling.

Data-driven modelling of signal-transduction networks.

More broadly, the study reveals the potential of combining deliberately generated data with data-driven modelling to predict the behaviour of complex dynamical systems.

This work highlights the promise of combining deliberate data generation with data-driven modelling to predict the behaviour of complex dynamical systems.

Data-driven modelling can use Hi-C data obtained from different time points (for example, stages of differentiation or cell cycle) to build conformational ensembles for each point and then hypothesize about possible mechanisms that led to observed reorganizations.

In two related papers we show how engineering and data-driven modelling can be combined by developing generic risk models that are calibrated to statistical data on observed fire events.

Feb 2018 New paper on validation of data-driven models: Context-Specific Validation of Data-Driven Models.

Bucholz, E. W. et al. Data-driven model for estimation of friction coefficient via informatics methods.

Magnetic services use similar, empirical, data-driven models.

Questions covered include: How have the early iterations of the paywall been usurped by more sophisticated, data-driven models?

The remaining data-driven models have a lower overall performance.